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Embedded model SDK development method and development platform

An embedded and model technology, applied in the direction of program code conversion, instrumentation, error detection/correction, etc., can solve the problem of low efficiency in the release process

Active Publication Date: 2021-04-06
BEIJING KUANGSHI TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The problem solved by the invention is that the efficiency of the publishing process is too low

Method used

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  • Embedded model SDK development method and development platform
  • Embedded model SDK development method and development platform
  • Embedded model SDK development method and development platform

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Embodiment Construction

[0098] In order to make the above objects, features and advantages of the present invention more comprehensible, specific embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0099] Apparently, the illustrated embodiments are some, but not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.

[0100] In order to facilitate understanding, in the present invention, it is necessary to elaborate on the technical problems therein.

[0101] The general release process of the embedded model SDK is as follows: first train various large models, such as detection models, recognition models, living models, attribute models, etc., perform accuracy evaluation on the large models and distill and quantify the small models, and deliver the s...

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Abstract

The invention provides an embedded model SDK development method and development platform, and the method comprises the steps: obtaining simulation bare data and simulation precision indexes of preset original data according to an updated development side simulation assembly line after the updating of a development model is detected; pulling an SDK of a business side model assembly line to obtain model bare data and model precision indexes of the preset original data; carrying out bisecting; after detecting that the SDK code is updated, updating the SDK package and conducting a smoking test; and after a version fixing request is detected, carrying out full-quantity testing, and delivering after passing the full-quantity testing. Thus, for personnel of the two parties, understanding deviation does not exist in the aspect of understanding the assembly line on the side, and the link or the position of the problem is judged through the bare data in one-to-one correspondence; and besides, the development model of the new version can be directly tested each time, so that the problems are dispersed, and the personnel of the two parties can search the problems conveniently.

Description

technical field [0001] The invention relates to the technical field of embedded model development, in particular to an embedded model SDK development method and a development platform. Background technique [0002] The general release process of the embedded model SDK is as follows: first train various large models, such as detection models, recognition models, living models, attribute models, etc., perform accuracy evaluation on the large models and distill and quantify the small models, and deliver the small models Business lines such as security lines, traffic lines, traffic lines, etc., each business line develops a model assembly line according to its own business scenarios and packages it into an on-device SDK, develops a test program based on the on-device SDK to verify the quality, performance and accuracy of the on-device SDK, and finally delivers The end-end SDK is provided to the downstream machine application developers. [0003] However, in this release process...

Claims

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Application Information

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IPC IPC(8): G06F8/41G06F8/65G06F11/36
CPCG06F8/41G06F8/65G06F11/3668
Inventor 谭翔华量王淑鹏武庚晨徐串
Owner BEIJING KUANGSHI TECH
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